Journals
Books
Articles by keyword Anomaly detection
Detection of abnormal spikes in network traffic by methods of discrete wavelet analysis
O.I. Sheluhin, A.V. Garmashev
Algorithm based on clustering applications for searching and removing time series anomalies
T.V. Afanasieva - Dr. Sc. (Eng.), Professor, Department «Information Systems», Ulyanovsk State Technical University. E-mail: tv.afanasjeva@gmail.com D.V. Zavarzin - Post-graduate Student, Department «Information Systems», Ulyanovsk State Technical University. E-mail: ivan.sibirev@yandex.ru I.V. Sibirev - Post-graduate Student, Department «Information Systems», Ulyanovsk State Technical University. E-mail: dzavarzin91@gmail.com
Anomaly detection with self-organization Kohonen neuron net
V.S. Vedeneev - Lecturer, Department of Radio Physics and Electronics, Chelyabinsk State University E-mail: ingafen@gmail.com I.V. Bychkov - Dr.Sc. (Phys.-Math.), Professor, Head of the Department of Radio Physics and Electronics, Chelyabinsk State University E-mail: bychkov@csu.ru)
Application of machine learning algorithms for solving information security problems

Yu.V. Vinogradov – Head of Department, LLC «SSEC-Service» (Moscow)

E-mail: vinogradov_yv@ssec.ru

A.N. Nazarov – Dr.Sc.(Eng.), Professor, FRC «Computer Science and Control» of RAS (Moscow) E-mail: a.nazarov06@bk.ru

A.K. Sychev – Leading Mathematic Engineer, LLC «SSEC-Service» (Moscow) E-mail: sychev_a_k@mail.ru

Application of cascading classification algorithms to improve in-trusion detection systems

A.N. Chesalin1

1 MIREA - Russian Technological University (Moscow, Russia)

Hybrid method for detecting anomalies in traffic of the internet of things

T.M. Tatarnikova1, D.D. Savelieva2

1,2 St. Petersburg State University of Aerospace Instrumentation (St. Petersburg, Russia)

1 tm-tatarn@yandex.ru

Comparative study of the effectiveness of autoencoders in anomaly detection tasks

V.E. Marley1, A.N. Terekhov2, Yu.A. Gatchin3, V.I. Milushkov4, N.N. Limansky5

1,4,5 Admiral S.O. Makarov State University of Marine and River Fleet (Saint Petersburg, Russia)

2 Saint Petersburg State University (Saint Petersburg, Russia)

3 ITMO National Research University (Saint Petersburg, Russia)

1 vmarley@mail.ru, 2 ant@tercom.ru, 3 gatchin1952@mail.ru, 4 info@sohoware.ru, 5 info@sohoware.ru